Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection

Benchmark Model Rank Results
unsupervised-video-object-segmentation-on-davis-2016-valPDB–G: 75.9J: 77.2F: 74.5
unsupervised-video-object-segmentation-on-davis-2017-test-devPDB–J&F: 40.4Jaccard (Mean): 37.7Jaccard (Recall): 42.6…
unsupervised-video-object-segmentation-on-davis-2017-valPDB–J&F: 55.1Jaccard (Mean): 53.2Jaccard (Recall): 58.9…
unsupervised-video-object-segmentation-on-fbms-testPDB–J: 74.0
unsupervised-video-object-segmentation-on-youtube-objectsPDB–J: 65.5
video-salient-object-detection-on-davis-2016PDB–S-Measure: 0.882MAX E-MEASURE: 0.951AVERAGE MAE: 0.028
video-salient-object-detection-on-davsod-difficult20PDB–S-Measure: 0.608max E-measure: 0.678Average MAE: 0.107
video-salient-object-detection-on-davsod-easy35PDB–S-Measure: 0.706max F-Measure: 0.591Average MAE: 0.114…
video-salient-object-detection-on-davsod-normal25PDB–S-Measure: 0.649max E-measure: 0.698Average MAE: 0.132
video-salient-object-detection-on-fbms-59PDB–S-Measure: 0.851MAX F-MEASURE: 0.821AVERAGE MAE: 0.064
video-salient-object-detection-on-mclPDB–S-Measure: 0.856MAX E-MEASURE: 0.911AVERAGE MAE: 0.021
video-salient-object-detection-on-segtrack-v2PDB–S-Measure: 0.864max E-measure: 0.935AVERAGE MAE: 0.024
video-salient-object-detection-on-uvsdPDB–S-Measure: 0.901max E-measure: 0.975Average MAE: 0.018
video-salient-object-detection-on-visalPDB–S-Measure: 0.907max E-measure: 0.846Average MAE: 0.032
video-salient-object-detection-on-vos-tPDB–S-Measure: 0.818max E-measure: 0.837Average MAE: 0.078